Keith M. Chugg

90 papers B 12C 2Misc 4Journal 45Unranked 27
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bitwidth-Specific Logarithmic Arithmetic for Future Hardware-Accelerated Training.
CoRR
Hassan Hamad, Yuou Qiu, Peter A. Beerel, Keith M. Chugg
2024 — conf
FIRE: A Dataset for Financial Relation Extraction.
NAACL-HLT (Findings)
Hassan Hamad, Abhinav Kumar Thakur, Nijil Kolleri, Sujith Pulikodan, Keith M. Chugg
2022 J jnl
Analysis and Calibration for Wideband Times-2 Interleaved Current-Steering DACs.
IEEE Trans. Circuits Syst. I Regul. Pap.
Daniel Beauchamp, Keith M. Chugg
2022 — conf
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations.
IEEECONF
William Chang, Hassan Hamad, Keith M. Chugg
2022 J jnl
Approximation Capabilities of Neural Networks using Morphological Perceptrons and Generalizations.
CoRR
William Chang, Hassan Hamad, Keith M. Chugg
2022 C conf
Improved Analysis of Current-Steering DACs Using Equivalent Timing Errors.
ISCAS
Daniel Beauchamp, Keith M. Chugg
2021 — conf
Analysis of the Average Sampling Frequency for Level Crossing Analog-to-Digital Converters.
MILCOM
Mengkun Ji, Keith M. Chugg
2021 J jnl
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning.
SN Comput. Sci.
Sourya Dey, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri, Leana Golubchik, Peter A. Beerel, Keith M. Chugg
2021 — conf
Linearization for High-Speed Current-Steering DACs Using Neural Networks.
LASCAS
Daniel Beauchamp, Keith M. Chugg
2020 C conf
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning.
ACML
Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel
2020 J jnl
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning.
CoRR
Sourya Dey, Saikrishna C. Kanala, Keith M. Chugg, Peter A. Beerel
2020 Misc conf
Neural Network Training with Approximate Logarithmic Computations.
ICASSP
Arnab Sanyal, Peter A. Beerel, Keith M. Chugg
2020 J jnl
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks.
IEEE Trans. Computers
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
2020 J jnl
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks.
CoRR
Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel
2019 J jnl
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs.
CoRR
Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg
2019 — conf
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC.
MWSCAS
Daniel Beauchamp, Keith M. Chugg
2019 J jnl
Machine Learning Based Image Calibration for a Twofold Time-Interleaved High Speed DAC.
CoRR
Daniel Beauchamp, Keith M. Chugg
2019 J jnl
Neural Network Training with Approximate Logarithmic Computations.
CoRR
Arnab Sanyal, Peter A. Beerel, Keith M. Chugg
2019 J jnl
Pre-Defined Sparse Neural Networks With Hardware Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
2019 — conf
pSConv: A Pre-defined S parse Kernel Based Convolution for Deep CNNs.
Allerton
Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg
2018 — conf
A Highly Parallel FPGA Implementation of Sparse Neural Network Training.
ReConFig
Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel
2018 J jnl
A Highly Parallel FPGA Implementation of Sparse Neural Network Training.
CoRR
Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel
2018 Misc conf
Characterizing Sparse Connectivity Patterns in Neural Networks.
ITA
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
2018 — conf
Morse Code Datasets for Machine Learning.
ICCCNT
Sourya Dey, Keith M. Chugg, Peter A. Beerel
2018 J jnl
Morse Code Datasets for Machine Learning.
CoRR
Sourya Dey, Keith M. Chugg, Peter A. Beerel
2018 J jnl
Pre-Defined Sparse Neural Networks with Hardware Acceleration.
CoRR
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
2017 — conf
Accelerating Training of Deep Neural Networks via Sparse Edge Processing.
ICANN (1)
Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
2017 J jnl
Accelerating Training of Deep Neural Networks via Sparse Edge Processing.
CoRR
Sourya Dey, Yinan Shao, Keith M. Chugg, Peter A. Beerel
2017 J jnl
Characterizing Sparse Connectivity Patterns in Neural Networks.
CoRR
Sourya Dey, Kuan-Wen Huang, Peter A. Beerel, Keith M. Chugg
2017 J jnl
Interleaver Design for Deep Neural Networks.
CoRR
Sourya Dey, Peter A. Beerel, Keith M. Chugg
2017 Misc conf
Interleaver design for deep neural networks.
ACSSC
Sourya Dey, Peter A. Beerel, Keith M. Chugg
2016 B conf
High-rate WiFi broadcasting in crowded scenarios via lightweight coordination of multiple access points.
MobiHoc
Hang Qiu, Konstantinos Psounis, Giuseppe Caire, Keith M. Chugg, Kaidong Wang
2015 J jnl
Energy-Efficient Group Key Agreement for Wireless Networks.
IEEE Trans. Wirel. Commun.
Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg, Xiaochen Li, Gautam Thatte
2013 — conf
Energy-efficient, secure group key agreement for ad hoc networks.
CNS
Thomas R. Halford, Thomas A. Courtade, Keith M. Chugg
2012 J jnl
Conditionally Cycle-Free Graphical Models for Coset Codes.
IEEE Trans. Inf. Theory
Thomas R. Halford, Keith M. Chugg, Marcus T. Urie
2011 — conf
The stability of multihop transport with autonomous cooperation.
MILCOM
Thomas R. Halford, Keith M. Chugg
2010 Misc conf
Barrage Relay Networks.
ITA
Thomas R. Halford, Keith M. Chugg
2010 B conf
Barrage relay networks: System & protocol design.
PIMRC
Thomas R. Halford, Keith M. Chugg, Andreas Polydoros
2008 J jnl
The Extraction and Complexity Limits of Graphical Models for Linear Codes.
IEEE Trans. Inf. Theory
Thomas R. Halford, Keith M. Chugg
2008 J jnl
Transactions Letters - Random Redundant Iterative Soft-in Soft-out Decoding.
IEEE Trans. Commun.
Thomas R. Halford, Keith M. Chugg
2007 J jnl
Bounds on the Expansion Properties of Tanner Graphs.
IEEE Trans. Inf. Theory
Mingrui Zhu, Keith M. Chugg
2007 J jnl
Capacity for suboptimal receivers for coded multiple-input multiple-output systems.
IEEE Trans. Wirel. Commun.
Pansop Kim, Keith M. Chugg
2007 B conf
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes.
ISIT
Thomas R. Halford, Keith M. Chugg
2007 J jnl
Iterative Detection for Channels With Memory.
Proc. IEEE
Achilleas Anastasopoulos, Keith M. Chugg, Giulio Colavolpe, Gianluigi Ferrari, Riccardo Raheli
2006 J jnl
An Iterative Algorithm and Low Complexity Hardware Architecture for Fast Acquisition of Long PN Codes in UWB Systems.
J. VLSI Signal Process.
On Wa Yeung, Keith M. Chugg
2006 J jnl
An algorithm for counting short cycles in bipartite graphs.
IEEE Trans. Inf. Theory
Thomas R. Halford, Keith M. Chugg
2006 J jnl
Conditionally Cycle-Free Generalized Tanner Graphs: Theory and Application to High-Rate Serially Concatenated Codes
CoRR
Thomas R. Halford, Keith M. Chugg
2006 B conf
Iterative Message Passing Algorithm for Bipartite Maximum Weighted Matching.
ISIT
Yuan-Sheng Cheng, Michael J. Neely, Keith M. Chugg
2006 B conf
Random Redundant Soft-In Soft-Out Decoding of Linear Block Codes.
ISIT
Thomas R. Halford, Keith M. Chugg
2006 J jnl
The Extraction and Complexity Limits of Graphical Models for Linear Codes
CoRR
Thomas R. Halford, Keith M. Chugg
2006 B conf
Which Codes Have 4-Cycle-Free Tanner Graphs?
ISIT
Thomas R. Halford, Keith M. Chugg, Alex J. Grant
2006 J jnl
Which Codes Have 4-Cycle-Free Tanner Graphs?
IEEE Trans. Inf. Theory
Thomas R. Halford, Alex J. Grant, Keith M. Chugg
2005 J jnl
A new approach to rapid PN code acquisition using iterative message passing techniques.
IEEE J. Sel. Areas Commun.
Keith M. Chugg, Mingrui Zhu
2005 — conf
Capacity of Suboptimal Decoders for Coded Multiple-Input Multiple-Output Systems.
ISWCS
Pansop Kim, Keith M. Chugg
2005 J jnl
Combined Coding and Training for Unknown ISI Channels.
IEEE Trans. Commun.
Orhan Coskun, Keith M. Chugg
2005 — conf
Complex Linear STBCs with Multiple Rates.
ISWCS
Pansop Kim, Keith M. Chugg
2005 J jnl
Optimization of scaling soft information in iterative decoding via density evolution methods.
IEEE Trans. Commun.
Jun Heo, Keith M. Chugg
2005 J jnl
Soft-in soft-out decoding of Reed-Solomon codes based on Vardy and Be'ery's decomposition.
IEEE Trans. Inf. Theory
Thomas R. Halford, V. Ponnampalam, Alexander J. Grant, Keith M. Chugg
2005 — conf
The capacity of constant envelope, continuous phase signals over AWGN channel under Carson's rule bandwidth constraint.
ICC
Chun-Hsuan Kuo, Keith M. Chugg
2004 B conf
Low-density parity-check space-time codes: performance analysis and code construction.
ISIT
Yuankai Wang, Reza Omrani, Keith M. Chugg, P. Vijay Kumar
2003 — conf
Construction of coset-based low rate convolutional codes and their application to rate turbo-like code design.
ICC
Durai Thirupathi, Keith M. Chugg
2003 J jnl
Linear programming-based optimization of the distance spectrum of linear block codes.
IEEE Trans. Inf. Theory
Gianluigi Ferrari, Keith M. Chugg
2003 — conf
Model-based digital image halftoning using iterative reduced-complexity grid message-passing algorithm.
Color Imaging: Processing, Hardcopy, and Applications
Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg
2003 J jnl
Remarks on space-time codes including a new lower bound and an improved code.
IEEE Trans. Inf. Theory
Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg
2002 B conf
A simple construction of low rate convolutional codes with application to low rate turbo-like code design.
GLOBECOM
Durai Thirupathi, Keith M. Chugg
2002 — conf
Generalized trellis-based reduced-state soft-input/soft-output algorithms.
ICC
Phunsak Thiennviboon, Gianluigi Ferrari, Keith M. Chugg
2002 B conf
On the performance of space-time codes.
ITW
Hsiao-feng Lu, Yuankai Wang, P. Vijay Kumar, Keith M. Chugg
2001 J jnl
A low latency SISO with application to broadband turbo decoding.
IEEE J. Sel. Areas Commun.
Peter A. Beerel, Keith M. Chugg
2001 — conf
A reduced complexity algorithm for iterative multiuser detection and decoding of asynchronous users.
ICC
A. Robert Golshan, Keith M. Chugg
2001 J jnl
Adaptive iterative detection for phase tracking in turbo-coded systems.
IEEE Trans. Commun.
Achilleas Anastasopoulos, Keith M. Chugg
2001 J jnl
On forward-adaptive versus forward/backward-adaptive SISO algorithms for Rayleigh fading channels.
IEEE Commun. Lett.
Anders A. Hansson, Keith M. Chugg, Tor Aulin
2001 — conf
On space-time convolutional codes for PSK modulation.
ICC
Guangcai Zhou, Yuankai Wang, Zhen Zhang, Keith M. Chugg
2001 J jnl
On symbol error probability bounds for ISI-like channels.
IEEE Trans. Commun.
Keith M. Chugg, Achilleas Anastasopoulos
2001 B conf
On the smoothing of trellis coded quantization.
GLOBECOM
Durai Thirupathi, Keith M. Chugg
2001 B conf
Reduced state adaptive SISO algorithms for serially concatenated CPM over frequency-selective fading channels.
GLOBECOM
Kyuhyuk Chung, Keith M. Chugg, Jun Heo
2001 — conf
Simplified grid message-passing algorithm with application to digital image halftoning.
ICIP (2)
Phunsak Thiennviboon, Antonio Ortega, Keith M. Chugg
2000 — conf
A Comparison of Forward-Only and Bi-Directional Fixed-Lag Adaptive SISOs.
ICC (3)
Jun Heo, Keith M. Chugg, Achilleas Anastasopoulos
2000 B conf
Adaptive iterative detection for turbo codes on flat fading channels.
WCNC
Jun Heo, Keith M. Chugg
2000 J jnl
Adaptive soft-input soft-output algorithms for iterative detection with parametric uncertainty.
IEEE Trans. Commun.
Achilleas Anastasopoulos, Keith M. Chugg
2000 — conf
Reduced-State Soft-Input/Soft-Output Algorithms for Complexity Reduction in Iterative and Non-Iterative Data Detection.
ICC (1)
Xiaopeng Chen, Keith M. Chugg
1999 J jnl
PSP array processing for multipath fading channels.
IEEE Trans. Commun.
Gent Paparisto, Keith M. Chugg
1998 — conf
An Iterative Algorithm for Two-Dimensional Digital Least Metric Problems with Applications to Digital Image Compression.
ICIP (2)
Keith M. Chugg, Xiaopeng Chen, Antonio Ortega, Cheng-Wei Chang
1998 J jnl
Blind acquisition characteristics of PSP-based sequence detectors.
IEEE J. Sel. Areas Commun.
Keith M. Chugg
1998 — conf
Efficient architectures for soft-output algorithms.
ICC
Keith M. Chugg, Xiaopeng Chen
1998 — conf
Near-optimal data detection for two-dimensional ISI/AWGN channels using concatenated modeling and iterative algorithms.
ICC
Xiaopeng Chen, Keith M. Chugg
1998 — conf
TCM for frequency-selective, interleaved fading channels using joint diversity combining.
ICC
Achilleas Anastasopoulos, Keith M. Chugg
1998 J jnl
The condition for the applicability of the Viterbi algorithm with implications for fading channel MLSD.
IEEE Trans. Commun.
Keith M. Chugg
1998 — conf
The performance of adaptive MLSD for frequency-selective channels with array measurements.
ICC
Gent Paparisto, Keith M. Chugg
1996 J jnl
MLSE for an unknown channel .I. Optimality considerations.
IEEE Trans. Commun.
Keith M. Chugg, Andreas Polydoros
1996 J jnl
MLSE for an unknown channel. II. Tracking performance.
IEEE Trans. Commun.
Keith M. Chugg, Andreas Polydoros